{smcl}
{txt}{sf}{ul off}{.-}
      name:  {res}<unnamed>
       {txt}log:  {res}/Users/xpmiki/Dropbox/esaiasson/replicationData/e23.smcl
  {txt}log type:  {res}smcl
 {txt}opened on:  {res} 9 Sep 2016, 14:13:39
{txt}
{com}. clear 
{txt}
{com}. set more off
{txt}
{com}. use "highlow.dta"
{txt}
{com}. 
. sem (d <-  t  wl p)(p <-  t  wl)  
{res}{txt}(9 observations with missing values excluded)

Endogenous variables

{p 0 11 2}Observed:{space 2}{res}d p{p_end}
{txt}
Exogenous variables

{p 0 11 2}Observed:{space 2}{res}t wl{p_end}
{txt}
Fitting target model:

Iteration 0:{space 3}log likelihood = {res:-312.82375}  
Iteration 1:{space 3}log likelihood = {res:-312.82375}  (backed up)

Structural equation model{col 49}Number of obs{col 67}= {res}       194
{col 1}{txt}Estimation method{col 20}= {res}ml
{col 1}{txt}Log likelihood{col 20}= {res}-312.82375

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}      OIM
{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}{res}Structural  {col 14}{txt}{c |}
{space 2}{col 3}d <-      {col 14}{c |}
{space 11}p {c |}{col 14}{res}{space 2} .3660202{col 26}{space 2} .0768507{col 37}{space 1}    4.76{col 46}{space 3}0.000{col 54}{space 4} .2153956{col 67}{space 3} .5166449
{txt}{space 11}t {c |}{col 14}{res}{space 2} .0229973{col 26}{space 2} .0435111{col 37}{space 1}    0.53{col 46}{space 3}0.597{col 54}{space 4}-.0622828{col 67}{space 3} .1082774
{txt}{space 10}wl {c |}{col 14}{res}{space 2} .3592854{col 26}{space 2} .0509277{col 37}{space 1}    7.05{col 46}{space 3}0.000{col 54}{space 4}  .259469{col 67}{space 3} .4591018
{txt}{space 7}_cons {c |}{col 14}{res}{space 2} .3238329{col 26}{space 2} .0390875{col 37}{space 1}    8.28{col 46}{space 3}0.000{col 54}{space 4} .2472229{col 67}{space 3} .4004429
{space 2}{txt}{hline 11}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 2}{col 3}p <-      {col 14}{c |}
{space 11}t {c |}{col 14}{res}{space 2} .1300649{col 26}{space 2} .0395619{col 37}{space 1}    3.29{col 46}{space 3}0.001{col 54}{space 4}  .052525{col 67}{space 3} .2076049
{txt}{space 10}wl {c |}{col 14}{res}{space 2} .1602605{col 26}{space 2} .0461656{col 37}{space 1}    3.47{col 46}{space 3}0.001{col 54}{space 4} .0697775{col 67}{space 3} .2507434
{txt}{space 7}_cons {c |}{col 14}{res}{space 2} .3040285{col 26}{space 2} .0292744{col 37}{space 1}   10.39{col 46}{space 3}0.000{col 54}{space 4} .2466517{col 67}{space 3} .3614053
{txt}{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
     var(e.d){c |}{col 14}{res}{space 2} .0862606{col 26}{space 2} .0087584{col 54}{space 4} .0706946{col 67}{space 3} .1052541
{txt}     var(e.p){c |}{col 14}{res}{space 2} .0752861{col 26}{space 2} .0076441{col 54}{space 4} .0617004{col 67}{space 3} .0918631
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
LR test of model vs. saturated: chi2({res:0})   = {res:     0.00}, Prob > chi2 = {res}     .
{txt}
{com}. estat ic

Akaike's information criterion and Bayesian information criterion

{txt}{hline 13}{c TT}{hline 63}
       Model {c |}        Obs  ll(null)  ll(model)      df         AIC        BIC
{hline 13}{c +}{hline 63}
{ralign 12:.}{col 14}{c |}{res}{col 16}       194{col 27}        .{col 38}-312.8238{col 49}     9{col 58} 643.6475{col 69} 673.0582
{txt}{hline 13}{c BT}{hline 63}
{p 15 21 2}
Note: N=Obs used in calculating BIC; see {helpb bic_note:[R] BIC note}.
{p_end}

{com}. estat teffects 
{res}

{txt}Direct effects
{res}{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}      OIM
{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}{res}Structural  {col 14}{txt}{c |}
{space 2}{col 3}d <-      {col 14}{c |}
{space 11}p {c |}{col 14}{res}{space 2} .3660202{col 26}{space 2} .0768507{col 37}{space 1}    4.76{col 46}{space 3}0.000{col 54}{space 4} .2153956{col 67}{space 3} .5166449
{txt}{space 11}t {c |}{col 14}{res}{space 2} .0229973{col 26}{space 2} .0435111{col 37}{space 1}    0.53{col 46}{space 3}0.597{col 54}{space 4}-.0622828{col 67}{space 3} .1082774
{txt}{space 10}wl {c |}{col 14}{res}{space 2} .3592854{col 26}{space 2} .0509277{col 37}{space 1}    7.05{col 46}{space 3}0.000{col 54}{space 4}  .259469{col 67}{space 3} .4591018
{space 2}{txt}{hline 11}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 2}{col 3}p <-      {col 14}{c |}
{space 11}t {c |}{col 14}{res}{space 2} .1300649{col 26}{space 2} .0395619{col 37}{space 1}    3.29{col 46}{space 3}0.001{col 54}{space 4}  .052525{col 67}{space 3} .2076049
{txt}{space 10}wl {c |}{col 14}{res}{space 2} .1602605{col 26}{space 2} .0461656{col 37}{space 1}    3.47{col 46}{space 3}0.001{col 54}{space 4} .0697775{col 67}{space 3} .2507434
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}


Indirect effects
{res}{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}      OIM
{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}{res}Structural  {col 14}{txt}{c |}
{space 2}{col 3}d <-      {col 14}{c |}
{space 11}p {c |}{col 14}{res}{space 2}        0{col 26}{txt}  (no path)
{space 11}t {c |}{col 14}{res}{space 2} .0476064{col 26}{space 2} .0175953{col 37}{space 1}    2.71{col 46}{space 3}0.007{col 54}{space 4} .0131202{col 67}{space 3} .0820926
{txt}{space 10}wl {c |}{col 14}{res}{space 2} .0586586{col 26}{space 2} .0209097{col 37}{space 1}    2.81{col 46}{space 3}0.005{col 54}{space 4} .0176764{col 67}{space 3} .0996408
{space 2}{txt}{hline 11}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 2}{col 3}p <-      {col 14}{c |}
{space 11}t {c |}{col 14}{res}{space 2}        0{col 26}{txt}  (no path)
{space 10}wl {c |}{col 14}{res}{space 2}        0{col 26}{txt}  (no path)
{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}


Total effects
{res}{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}      OIM
{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}{res}Structural  {col 14}{txt}{c |}
{space 2}{col 3}d <-      {col 14}{c |}
{space 11}p {c |}{col 14}{res}{space 2} .3660202{col 26}{space 2} .0768507{col 37}{space 1}    4.76{col 46}{space 3}0.000{col 54}{space 4} .2153956{col 67}{space 3} .5166449
{txt}{space 11}t {c |}{col 14}{res}{space 2} .0706037{col 26}{space 2} .0447547{col 37}{space 1}    1.58{col 46}{space 3}0.115{col 54}{space 4}-.0171139{col 67}{space 3} .1583213
{txt}{space 10}wl {c |}{col 14}{res}{space 2}  .417944{col 26}{space 2} .0522252{col 37}{space 1}    8.00{col 46}{space 3}0.000{col 54}{space 4} .3155846{col 67}{space 3} .5203034
{space 2}{txt}{hline 11}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 2}{col 3}p <-      {col 14}{c |}
{space 11}t {c |}{col 14}{res}{space 2} .1300649{col 26}{space 2} .0395619{col 37}{space 1}    3.29{col 46}{space 3}0.001{col 54}{space 4}  .052525{col 67}{space 3} .2076049
{txt}{space 10}wl {c |}{col 14}{res}{space 2} .1602605{col 26}{space 2} .0461656{col 37}{space 1}    3.47{col 46}{space 3}0.001{col 54}{space 4} .0697775{col 67}{space 3} .2507434
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}

{com}. 
. *** indirect and direct - winning/losing
. cap program drop indireff
{txt}
{com}. program indireff, rclass
{txt}  1{com}. sem (d <-  t  wl p)(p <-  t  wl)  
{txt}  2{com}.   estat teffects
{txt}  3{com}.   mat bi = r(indirect)
{txt}  4{com}.   mat bt = r(total)
{txt}  5{com}.   return scalar indir  = el(bi,1,3)
{txt}  6{com}.   return scalar total  = el(bt,1,3)
{txt}  7{com}. end 
{txt}
{com}. 
. set seed 358395
{txt}
{com}. bootstrap r(indir) r(total), reps(1000): indireff
{txt}(running indireff on estimation sample)

Bootstrap replications ({res}1000{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
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{res}
{txt}Bootstrap results{col 49}Number of obs{col 67}= {res}       194
{txt}{col 49}Replications{col 67}= {res}     1,000
{p2colset 7 17 21 2}{...}

{txt}{p2col :command:}indireff{p_end}
{p2colset 9 17 21 2}{...}
{p2col :_bs_1:}{res:r(indir)}{p_end}
{p2colset 9 17 21 2}{...}
{p2col :_bs_2:}{res:r(total)}{p_end}

{res}{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 7}_bs_1 {c |}{col 14}{res}{space 2} .0586586{col 26}{space 2}  .021833{col 37}{space 1}    2.69{col 46}{space 3}0.007{col 54}{space 4} .0158666{col 67}{space 3} .1014506
{txt}{space 7}_bs_2 {c |}{col 14}{res}{space 2}  .417944{col 26}{space 2} .0403728{col 37}{space 1}   10.35{col 46}{space 3}0.000{col 54}{space 4} .3388147{col 67}{space 3} .4970732
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}

{com}. estat bootstrap, percentile bc  

{txt}Bootstrap results{col 49}Number of obs{col 67}= {res}       194
{txt}{col 49}Replications{col 67}= {res}      1000
{p2colset 7 17 21 2}{...}

{txt}{p2col :command:}indireff{p_end}
{p2colset 9 17 21 2}{...}
{p2col :_bs_1:}{res:r(indir)}{p_end}
{p2colset 9 17 21 2}{...}
{p2col :_bs_2:}{res:r(total)}{p_end}

{col 1}{text}{hline 13}{c TT}{hline 12}{hline 11}{hline 13}{hline 12}{hline 10}{hline 6}
{col 14}{text}{c |}    Observed{col 38}    Bootstrap
{col 14}{text}{c |}       Coef.{col 27}       Bias{col 38}    Std. Err.{col 51}  [95% Conf. Interval]
{col 1}{text}{hline 13}{c +}{hline 12}{hline 11}{hline 13}{hline 12}{hline 10}{hline 6}
{col 1}{text}       _bs_1{col 14}{c |}{result}{space 2} .05865857{col 27}{space 2} .0006466{col 38}{space 2} .02183304{col 51}{space 2} .0200034{col 63}{space 1} .1059369{col 73}{text}   (P)
{col 14}{text}{c |}{col 51}{result}{space 2} .0222401{col 63}{space 1}  .108638{col 73}{text}  (BC)
{col 1}{text}       _bs_2{col 14}{c |}{result}{space 2} .41794399{col 27}{space 2}-.0014172{col 38}{space 2}  .0403728{col 51}{space 2} .3393289{col 63}{space 1} .4945716{col 73}{text}   (P)
{col 14}{text}{c |}{col 51}{result}{space 2} .3405689{col 63}{space 1} .4951444{col 73}{text}  (BC)
{col 1}{text}{hline 13}{c BT}{hline 12}{hline 11}{hline 13}{hline 12}{hline 10}{hline 6}
{col 0}(P){col 8}percentile confidence interval
{col 0}(BC){col 8}bias-corrected confidence interval

{com}. 
. *** indirect and direct - treatment
. cap program drop indireff
{txt}
{com}. program indireff, rclass
{txt}  1{com}. sem (d <- wl  t  p)(p <- wl  t )   
{txt}  2{com}.   estat teffects
{txt}  3{com}.   mat bi = r(indirect)
{txt}  4{com}.   mat bt = r(total)
{txt}  5{com}.   return scalar indirect  = el(bi,1,3)
{txt}  6{com}.   return scalar total  = el(bt,1,3)
{txt}  7{com}. end
{txt}
{com}. 
. set seed 358395
{txt}
{com}. bootstrap r(indirect) r(total), reps(1000): indireff
{txt}(running indireff on estimation sample)

Bootstrap replications ({res}1000{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
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{res}
{txt}Bootstrap results{col 49}Number of obs{col 67}= {res}       194
{txt}{col 49}Replications{col 67}= {res}     1,000
{p2colset 7 17 21 2}{...}

{txt}{p2col :command:}indireff{p_end}
{p2colset 9 17 21 2}{...}
{p2col :_bs_1:}{res:r(indirect)}{p_end}
{p2colset 9 17 21 2}{...}
{p2col :_bs_2:}{res:r(total)}{p_end}

{res}{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 7}_bs_1 {c |}{col 14}{res}{space 2} .0476064{col 26}{space 2} .0192843{col 37}{space 1}    2.47{col 46}{space 3}0.014{col 54}{space 4} .0098098{col 67}{space 3}  .085403
{txt}{space 7}_bs_2 {c |}{col 14}{res}{space 2} .0706037{col 26}{space 2} .0448309{col 37}{space 1}    1.57{col 46}{space 3}0.115{col 54}{space 4}-.0172634{col 67}{space 3} .1584707
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}

{com}. estat bootstrap, percentile bc  

{txt}Bootstrap results{col 49}Number of obs{col 67}= {res}       194
{txt}{col 49}Replications{col 67}= {res}      1000
{p2colset 7 17 21 2}{...}

{txt}{p2col :command:}indireff{p_end}
{p2colset 9 17 21 2}{...}
{p2col :_bs_1:}{res:r(indirect)}{p_end}
{p2colset 9 17 21 2}{...}
{p2col :_bs_2:}{res:r(total)}{p_end}

{col 1}{text}{hline 13}{c TT}{hline 12}{hline 11}{hline 13}{hline 12}{hline 10}{hline 6}
{col 14}{text}{c |}    Observed{col 38}    Bootstrap
{col 14}{text}{c |}       Coef.{col 27}       Bias{col 38}    Std. Err.{col 51}  [95% Conf. Interval]
{col 1}{text}{hline 13}{c +}{hline 12}{hline 11}{hline 13}{hline 12}{hline 10}{hline 6}
{col 1}{text}       _bs_1{col 14}{c |}{result}{space 2}  .0476064{col 27}{space 2}-.0001128{col 38}{space 2} .01928432{col 51}{space 2} .0158057{col 63}{space 1}  .090812{col 73}{text}   (P)
{col 14}{text}{c |}{col 51}{result}{space 2} .0189385{col 63}{space 1} .0960167{col 73}{text}  (BC)
{col 1}{text}       _bs_2{col 14}{c |}{result}{space 2} .07060367{col 27}{space 2} .0000875{col 38}{space 2} .04483095{col 51}{space 2}-.0129439{col 63}{space 1} .1582544{col 73}{text}   (P)
{col 14}{text}{c |}{col 51}{result}{space 2} -.012782{col 63}{space 1} .1583718{col 73}{text}  (BC)
{col 1}{text}{hline 13}{c BT}{hline 12}{hline 11}{hline 13}{hline 12}{hline 10}{hline 6}
{col 0}(P){col 8}percentile confidence interval
{col 0}(BC){col 8}bias-corrected confidence interval

{com}. 
. 
. *** randomization check
. reg  t  gender interest ideology , robust

{txt}Linear regression                               Number of obs     = {res}       189
                                                {txt}F(3, 185)         =  {res}     0.63
                                                {txt}Prob > F          = {res}    0.5966
                                                {txt}R-squared         = {res}    0.0097
                                                {txt}Root MSE          =    {res} .50258

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}           t{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 6}gender {c |}{col 14}{res}{space 2}-.0121842{col 26}{space 2} .0368351{col 37}{space 1}   -0.33{col 46}{space 3}0.741{col 54}{space 4}-.0848551{col 67}{space 3} .0604868
{txt}{space 4}interest {c |}{col 14}{res}{space 2}  .100474{col 26}{space 2} .1236196{col 37}{space 1}    0.81{col 46}{space 3}0.417{col 54}{space 4}-.1434113{col 67}{space 3} .3443594
{txt}{space 4}ideology {c |}{col 14}{res}{space 2} .1404387{col 26}{space 2} .1377945{col 37}{space 1}    1.02{col 46}{space 3}0.309{col 54}{space 4}-.1314119{col 67}{space 3} .4122892
{txt}{space 7}_cons {c |}{col 14}{res}{space 2} .3704955{col 26}{space 2} .1071647{col 37}{space 1}    3.46{col 46}{space 3}0.001{col 54}{space 4} .1590735{col 67}{space 3} .5819175
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}
{com}. log close
      {txt}name:  {res}<unnamed>
       {txt}log:  {res}/Users/xpmiki/Dropbox/esaiasson/replicationData/e23.smcl
  {txt}log type:  {res}smcl
 {txt}closed on:  {res} 9 Sep 2016, 14:15:37
{txt}{.-}
{smcl}
{txt}{sf}{ul off}